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File List
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01 Basic Probability and Terminology/001 Course Welcome Introductory Lecture.mp4 20.79 MB
01 Basic Probability and Terminology/002 Fundamentals of Probability.mp4 12.35 MB
01 Basic Probability and Terminology/003 Events and Complements.mp4 12.38 MB
01 Basic Probability and Terminology/004 And Or Intersection and Union.mp4 28.49 MB
01 Basic Probability and Terminology/005 Descriptive Statistics.mp4 44.79 MB
01 Basic Probability and Terminology/006 Problem Set 1 Walkthrough.mp4 45.41 MB
02 Joint and Conditional Probability/007 Compound Probability and Independent Events.mp4 49.78 MB
02 Joint and Conditional Probability/008 Conditional Probability I.mp4 24.87 MB
02 Joint and Conditional Probability/009 Conditional Probability II.mp4 23.61 MB
02 Joint and Conditional Probability/010 Joint and Marginal Probabilities.mp4 31.38 MB
02 Joint and Conditional Probability/011 Problem Set 2 Walkthrough.mp4 31.03 MB
03 Bayes Rule Random Variables/012 Permutations and Combinations.mp4 15.8 MB
03 Bayes Rule Random Variables/013 Bayes Theorem.mp4 19.68 MB
03 Bayes Rule Random Variables/014 Conditional Probability Challenge Question.mp4 26.81 MB
03 Bayes Rule Random Variables/015 Random Variables and Probability Distributions.mp4 19.86 MB
03 Bayes Rule Random Variables/016 Expected Value.mp4 30.4 MB
03 Bayes Rule Random Variables/017 Problem Set 3 Walkthrough.mp4 48.19 MB
04 Probability Distributions/018 Binomial Distributions.mp4 56.85 MB
04 Probability Distributions/019 Functions of Random Variables.mp4 19.53 MB
04 Probability Distributions/020 Graphing Probability Distributions.mp4 13.7 MB
04 Probability Distributions/021 Problem Set 4 Walkthrough.mp4 37.72 MB
05 The Normal Distribution/022 The Normal Distribution.mp4 44.5 MB
05 The Normal Distribution/023 Z-Scores.mp4 44.28 MB
05 The Normal Distribution/024 Z-Score and Normal Distribution Examples.mp4 44.88 MB
05 The Normal Distribution/025 Problem Set 5 Walkthrough.mp4 44.56 MB
06 Joint Random Variables/026 Confidence Intervals.mp4 23.45 MB
06 Joint Random Variables/027 Covariance and Correlation of Joint Random Variables.mp4 43.5 MB
06 Joint Random Variables/028 Portfolio Analysis.mp4 30.01 MB
06 Joint Random Variables/029 Variance in Joint Random Variables Example.mp4 30.5 MB
06 Joint Random Variables/030 Problem Set 6 Walkthrough.mp4 34.91 MB
07 Sampling/031 Sampling.mp4 33.59 MB
07 Sampling/032 Sampling Distributions.mp4 29.15 MB
07 Sampling/033 Proportion Sampling.mp4 19.62 MB
07 Sampling/034 t-Distributions.mp4 36.16 MB
07 Sampling/035 Problem Set 7 Walkthrough.mp4 51.59 MB
08 Hypothesis Testing/036 Sampling and Confidence Intervals Examples.mp4 35.52 MB
08 Hypothesis Testing/037 Hypothesis Testing.mp4 70.75 MB
08 Hypothesis Testing/038 Problem Set 8 Walkthrough.mp4 49.07 MB
09 Simple Linear Regression/039 Simple Linear Regression.mp4 35.86 MB
09 Simple Linear Regression/040 Analyzing Regression Output.mp4 64.94 MB
09 Simple Linear Regression/041 Additional Regression Concepts.mp4 24.1 MB
09 Simple Linear Regression/042 Prediction and Confidence Intervals in Regression.mp4 30.94 MB
09 Simple Linear Regression/043 Regression Assumptions.mp4 21.21 MB
09 Simple Linear Regression/044 Problem Set 9 Walkthrough.mp4 61.4 MB
10 Multiple Regression/045 Multiple Regression 3223.mp4 57.52 MB
10 Multiple Regression/046 Dummy and Time-Lagged Variables.mp4 21.71 MB
10 Multiple Regression/047 Transformations.mp4 14.14 MB
10 Multiple Regression/048 Multiple Regression Case Study.mp4 43.62 MB
10 Multiple Regression/049 Analysis of Variance ANOVA.mp4 31.71 MB
10 Multiple Regression/050 Problem Set 10 Walkthrough.mp4 54.75 MB
11 Decision Analysis/051 Decision Analysis I Decision Trees.mp4 23.86 MB
11 Decision Analysis/052 Decision Analysis II The Value of Information.mp4 19.99 MB
11 Decision Analysis/053 Problem Set 11 Walkthrough.mp4 115.97 MB
11 Decision Analysis/054 Concluding Lecture.mp4 34.56 MB
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